This is the presentation of our paper "Dynamic Adaptive Streaming over HTTP Dataset" at the ACM Multimedia Systems 2012.

1. AC M M u l t i m e d i a
Syste m s 2 0 1 2
Dynamic Adaptive Streaming over HTTP (DASH)
Dataset
Stefan Lederer, Christopher Müller and Christian
Feb. 22-24
2012 Timmerer
Chapel Hill Alpen-Adria-Universität Klagenfurt (AAU)

2. Motivation
• HTTP Streaming has become very popular on the
Internet
– Various different bitrates of the video are available on the
server --> choose the best version to load
– Easy to use existing CDN structure
– No NAT/Firewall issues due to HTTP
– Various technologies
• BUT: no standard in use!
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 2

3. DASH
• Dynamic Adaptive Streaming over HTTP
(DASH)
– Will be Part 6 of MPEG-B
– Existing DASH Plugin for VLC
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 3

4. Dataset
• Dataset with DASH Content
– Long sequences in high quality
– Various segment-length versions
– Free available for DASH experiments
– PSNR values per frame
• Problem: Content Rights
– CC-Attribution 2.0 Generic (CC-BY 2.0) License or similar
– Free to Share, Free to Remix
– Note: YouTube introduces CC-BY in June 2011!
• Negotiation with content owner
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 4

5. Dataset Sequences
Name Source Quality Length Genre
Big Buck Bunny 1080p YUV 09:46 Animation
Elephants Dream 1080p YUV 10:54 Animation
Red Bull Playstreets 1080p, 6 Mbit H.264 01:37:28 Sport
The Swiss Account 1080p, 6 Mbit H.264 57:34 Sport
Valkaama 1080p, 6 Mbit H.264 01:33:05 Movie
Of Forest and Men SD 10:53 Movie
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 5

6. DASH Dataset Sequences
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 6

7. Bitrates and Resolutions
# Animation Sport Movie
1 50 kbit/s, 320x240 100 kbit/s, 320x240 50 kbit/s, 320x240
2 100 kbit/s, 320x240 150 kbit/s, 320x240 100 kbit/s, 320x240
3 150 kbit/s, 320x240 200 kbit/s, 480x360 150 kbit/s, 320x240
4 200 kbit/s, 480x360 250 kbit/s, 480x360 200 kbit/s, 480x360
5 250 kbit/s, 480x360 300 kbit/s, 480x360 250 kbit/s, 480x360
6 300 kbit/s, 480x360 400 kbit/s, 480x360 300 kbit/s, 480x360
7 400 kbit/s, 480x360 500 kbit/s, 854x480 400 kbit/s, 480x360
8 500 kbit/s, 480x360 700 kbit/s, 854x480 500 kbit/s, 854x480
9 600 kbit/s, 854x480 900 kbit/s, 854x480 600 kbit/s, 854x480
10 700 kbit/s, 854x480 1,2 Mbit/s, 854x480 700 kbit/s, 854x480
11 900 kbit/s,1280x720 1,5 Mbit/s,1280x720 900 kbit/s,1280x720
12 1,2 Mbit/s,1280x720 2,0 Mbit/s,1280x720 1,2 Mbit/s,1280x720
13 1,5 Mbit/s,1280x720 2,5 Mbit/s,1280x720 1,5 Mbit/s,1280x720
14 2,0 Mbit/s,1280x720 3,0 Mbit/s,1920x1080 2,0 Mbit/s,1920x1080
15 2,5 Mbit/s,1920x1080 4,0 Mbit/s,1920x1080 2,5 Mbit/s,1920x1080
16 3,0 Mbit/s,1920x1080 5,0 Mbit/s,1920x1080 3,0 Mbit/s,1920x1080
17 4,0 Mbit/s,1920x1080 6,0 Mbit/s,1920x1080 4,0 Mbit/s,1920x1080
18 5,0 Mbit/s,1920x1080 5,0 Mbit/s,1920x1080
19 6,0 Mbit/s,1920x1080 6,0 Mbit/s,1920x1080
20 8,0 Mbit/s,1920x1080
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 7

8. DASH Content Types
• Segment Size:
– Seconds: 1, 2, 4, 6, 10, 15
• File Organization
– Segmented
– One file per representation, Byte Range Requests
• e.g.: Big Buck Bunny
– 120 Encodings needed
– Only 6 DASH Encoder runs
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 8

9. DASHEncoder
• DASH Content Generation Tool
– Encoding + Multiplexing + MPD generation
– Generates isoffmain profile compliant MPDs
– Fully configurable using a config-file
– Enables batch processing
– Currently uses x264 and GPAC‘s MP4Box
– Easy extensible to further
encoders & multiplexers
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 9

10. DASH Encoder
• h.264: x264 / ffmpeg
• AAC: ffmpeg
Encode • [WebM, etc.]
• MP4Box: Video / Audio / Video + Audio
• [e.g. WebM/MKV Segmenter]
Container
• Generate one MPD
• Subfolder Organization
MPD • MPD Transformation
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 10

11. Connection Type Evaluation
• Peristent vs. non-persisten connections
– Bandwidth variations in high delay network
– Influence of segment length to streaming
performance
– Apache Web Server + DASH VLC Plugin (AAU)
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 11

12. Non-/Persistent Conn.
Segment Length: 2 sec.
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 12

13. Non-/Persistent Conn.
Segment Length: 15 sec.
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 13

14. Evaluation Results
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 14

15. Conclusion
• Public available and free DASH dataset
• Common basis for evaluations
– DASH Implementations, Stream Switching Algorithms,
Network and Cache Configurations, ...
– Enables objective comparison of research results
• Basic content generation tool: DASHEncoder
• Fully compatible to DASH VLC Plugin of ITEC/AAU
• Evaluation showing influence of segment length
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 15

16. Future Work
• Dataset
– Further profiles and MPDs
– Further media segment formats
• Evaluation of mobile scenarios
– Under vehicular & pedestrian mobility
• Peer-assisted DASH
– Reduce server bandwidth requirements
– Inter-peer synchronisation & communication
ACM MMSys 2012, Feb. 22-24, Chapel Hill/NC/USA Slide 16

17. Stefan Lederer
Christopher Müller
Christian Timmerer
Thank You!
http://dash.itec.aau.at